Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 268680 |
| Missing cells | 565616 |
| Missing cells (%) | 9.6% |
| Duplicate rows | 7256 |
| Duplicate rows (%) | 2.7% |
| Total size in memory | 47.1 MiB |
| Average record size in memory | 184.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 11 |
| Numeric | 4 |
| Text | 5 |
| Unsupported | 1 |
cantidad has constant value "1.0" | Constant |
fecha_ingestion has constant value "2024-10-06T04:07:03.000-05:00" | Constant |
| Dataset has 7256 (2.7%) duplicate rows | Duplicates |
arma_medio is highly overall correlated with modalidad | High correlation |
color is highly overall correlated with longitud | High correlation |
conducta_especial is highly overall correlated with longitud | High correlation |
longitud is highly overall correlated with color and 1 other fields | High correlation |
modalidad is highly overall correlated with arma_medio | High correlation |
medio_transporte is highly imbalanced (58.7%) | Imbalance |
modalidad is highly imbalanced (51.6%) | Imbalance |
conducta_especial is highly imbalanced (74.5%) | Imbalance |
grupo_bien is highly imbalanced (92.2%) | Imbalance |
latitud has 27713 (10.3%) missing values | Missing |
longitud has 27713 (10.3%) missing values | Missing |
estado_civil has 30215 (11.2%) missing values | Missing |
modalidad has 3206 (1.2%) missing values | Missing |
conducta_especial has 189000 (70.3%) missing values | Missing |
nombre_barrio has 4273 (1.6%) missing values | Missing |
lugar has 3390 (1.3%) missing values | Missing |
bien has 28481 (10.6%) missing values | Missing |
categoria_bien has 28481 (10.6%) missing values | Missing |
grupo_bien has 28481 (10.6%) missing values | Missing |
color has 192908 (71.8%) missing values | Missing |
longitud is highly skewed (γ1 = 159.3258111) | Skewed |
modelo is highly skewed (γ1 = 61.93217307) | Skewed |
codigo_comuna is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-03-10 15:56:20.237032 |
|---|---|
| Analysis finished | 2025-03-10 15:56:47.962107 |
| Duration | 27.73 seconds |
| Software version | ydata-profiling vv4.13.0 |
| Download configuration | config.json |
Variables
fecha_hecho
Date
| Distinct | 120128 |
|---|---|
| Distinct (%) | 44.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| Minimum | 2015-01-01 01:42:00-05:00 |
|---|---|
| Maximum | 2023-11-30 23:30:00-05:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
cantidad
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 268680 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 268680 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 268680 | |
| . | 268680 | |
| 0 | 268680 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 806040 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 268680 | |
| . | 268680 | |
| 0 | 268680 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 806040 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 268680 | |
| . | 268680 | |
| 0 | 268680 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 806040 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 268680 | |
| . | 268680 | |
| 0 | 268680 |
latitud
Real number (ℝ)
Missing
| Distinct | 138969 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 27713 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2469163 |
| Minimum | 3.8558707 |
|---|---|
| Maximum | 10.155289 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 3.8558707 |
|---|---|
| 5-th percentile | 6.2033975 |
| Q1 | 6.2341018 |
| median | 6.2489332 |
| Q3 | 6.2599445 |
| 95-th percentile | 6.290568 |
| Maximum | 10.155289 |
| Range | 6.2994184 |
| Interquartile range (IQR) | 0.025842725 |
Descriptive statistics
| Standard deviation | 0.039385354 |
|---|---|
| Coefficient of variation (CV) | 0.0063047673 |
| Kurtosis | 2047.9278 |
| Mean | 6.2469163 |
| Median Absolute Deviation (MAD) | 0.0129595 |
| Skewness | -2.0511215 |
| Sum | 1505300.7 |
| Variance | 0.0015512061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.24589 | 182 | 0.1% |
| 6.249517 | 99 | < 0.1% |
| 6.209219 | 93 | < 0.1% |
| 6.244188 | 71 | < 0.1% |
| 6.24961 | 60 | < 0.1% |
| 6.24853 | 58 | < 0.1% |
| 6.26196335 | 51 | < 0.1% |
| 6.24801 | 39 | < 0.1% |
| 6.24805266 | 38 | < 0.1% |
| 6.276014 | 38 | < 0.1% |
| Other values (138959) | 240238 | |
| (Missing) | 27713 | 10.3% |
| Value | Count | Frequency (%) |
| 3.85587066 | 1 | < 0.1% |
| 4.18464903 | 1 | < 0.1% |
| 4.59446289 | 1 | < 0.1% |
| 4.5988 | 1 | < 0.1% |
| 4.60090219 | 3 | |
| 4.60513772 | 1 | < 0.1% |
| 4.60633519 | 1 | < 0.1% |
| 4.60805076 | 1 | < 0.1% |
| 4.61036634 | 1 | < 0.1% |
| 4.61440922 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.15528901 | 2 | |
| 9.76574341 | 2 | |
| 8.31189762 | 1 | |
| 7.17976381 | 1 | |
| 7.04894292 | 1 | |
| 6.85264251 | 1 | |
| 6.83082632 | 1 | |
| 6.50346583 | 2 | |
| 6.43796779 | 1 | |
| 6.41613322 | 2 |
longitud
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 133715 |
|---|---|
| Distinct (%) | 55.5% |
| Missing | 27713 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -75.571143 |
| Minimum | -76.317445 |
|---|---|
| Maximum | 75.60718 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 240965 |
| Negative (%) | 89.7% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | -76.317445 |
|---|---|
| 5-th percentile | -75.60598 |
| Q1 | -75.587848 |
| median | -75.571928 |
| Q3 | -75.565907 |
| 95-th percentile | -75.552344 |
| Maximum | 75.60718 |
| Range | 151.92463 |
| Interquartile range (IQR) | 0.021941395 |
Descriptive statistics
| Standard deviation | 0.67214916 |
|---|---|
| Coefficient of variation (CV) | -0.0088942569 |
| Kurtosis | 28532.789 |
| Mean | -75.571143 |
| Median Absolute Deviation (MAD) | 0.00933954 |
| Skewness | 159.32581 |
| Sum | -18210152 |
| Variance | 0.45178449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -75.57457 | 191 | 0.1% |
| -75.566524 | 99 | < 0.1% |
| -75.567903 | 95 | < 0.1% |
| -75.573663 | 71 | < 0.1% |
| -75.5683 | 60 | < 0.1% |
| -75.56543 | 58 | < 0.1% |
| -75.56474 | 55 | < 0.1% |
| -75.56636 | 53 | < 0.1% |
| -75.56620138 | 53 | < 0.1% |
| -75.56796104 | 39 | < 0.1% |
| Other values (133705) | 240193 | |
| (Missing) | 27713 | 10.3% |
| Value | Count | Frequency (%) |
| -76.31744531 | 2 | |
| -76.07574609 | 1 | < 0.1% |
| -75.94391016 | 1 | < 0.1% |
| -75.74615625 | 1 | < 0.1% |
| -75.72418359 | 1 | < 0.1% |
| -75.71146237 | 3 | |
| -75.70939077 | 2 | |
| -75.70741962 | 1 | < 0.1% |
| -75.70658296 | 2 | |
| -75.70569854 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 75.60718 | 2 | < 0.1% |
| -0.000679 | 11 | |
| -69.08844141 | 1 | < 0.1% |
| -72.03277734 | 1 | < 0.1% |
| -72.31842188 | 1 | < 0.1% |
| -72.86773828 | 1 | < 0.1% |
| -72.95562891 | 1 | < 0.1% |
| -73.08746484 | 1 | < 0.1% |
| -73.13141016 | 1 | < 0.1% |
| -73.48297266 | 1 | < 0.1% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.5794419 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mujer |
|---|---|
| 2nd row | Mujer |
| 3rd row | Hombre |
| 4th row | Hombre |
| 5th row | Hombre |
Common Values
| Value | Count | Frequency (%) |
| Hombre | 155663 | |
| Mujer | 112980 | |
| (Missing) | 37 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| hombre | 155663 | |
| mujer | 112980 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 268643 | |
| e | 268643 | |
| H | 155663 | |
| o | 155663 | |
| m | 155663 | |
| b | 155663 | |
| M | 112980 | |
| u | 112980 | |
| j | 112980 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1498878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 268643 | |
| e | 268643 | |
| H | 155663 | |
| o | 155663 | |
| m | 155663 | |
| b | 155663 | |
| M | 112980 | |
| u | 112980 | |
| j | 112980 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1498878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 268643 | |
| e | 268643 | |
| H | 155663 | |
| o | 155663 | |
| m | 155663 | |
| b | 155663 | |
| M | 112980 | |
| u | 112980 | |
| j | 112980 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1498878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 268643 | |
| e | 268643 | |
| H | 155663 | |
| o | 155663 | |
| m | 155663 | |
| b | 155663 | |
| M | 112980 | |
| u | 112980 | |
| j | 112980 |
edad
Real number (ℝ)
| Distinct | 98 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.351634 |
| Minimum | -1 |
|---|---|
| Maximum | 121 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2932 |
| Negative (%) | 1.1% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 25 |
| median | 32 |
| Q3 | 41 |
| 95-th percentile | 59 |
| Maximum | 121 |
| Range | 122 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.945927 |
|---|---|
| Coefficient of variation (CV) | 0.37686496 |
| Kurtosis | 0.8720687 |
| Mean | 34.351634 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.7161536 |
| Sum | 9229597 |
| Variance | 167.59703 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35 | 10900 | 4.1% |
| 27 | 10549 | 3.9% |
| 25 | 10179 | 3.8% |
| 26 | 10087 | 3.8% |
| 28 | 10006 | 3.7% |
| 30 | 9699 | 3.6% |
| 29 | 9581 | 3.6% |
| 24 | 9580 | 3.6% |
| 32 | 9028 | 3.4% |
| 31 | 8977 | 3.3% |
| Other values (88) | 170094 |
| Value | Count | Frequency (%) |
| -1 | 2932 | |
| 1 | 10 | < 0.1% |
| 2 | 23 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 10 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 7 | < 0.1% |
| 7 | 10 | < 0.1% |
| 8 | 9 | < 0.1% |
| 9 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 121 | 3 | < 0.1% |
| 96 | 7 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 3 | < 0.1% |
| 93 | 3 | < 0.1% |
| 92 | 7 | < 0.1% |
| 91 | 10 | < 0.1% |
| 90 | 13 | |
| 89 | 17 | |
| 88 | 28 |
estado_civil
Categorical
Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30215 |
| Missing (%) | 11.2% |
| Memory size | 4.1 MiB |
| Soltero(a) | |
|---|---|
| Casado(a) | |
| Unión marital de hecho | |
| Divorciado(a) | 6944 |
| Viudo(a) | 2264 |
Length
| Max length | 22 |
|---|---|
| Median length | 10 |
| Mean length | 11.814371 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unión marital de hecho |
|---|---|
| 2nd row | Soltero(a) |
| 3rd row | Soltero(a) |
| 4th row | Casado(a) |
| 5th row | Casado(a) |
Common Values
| Value | Count | Frequency (%) |
| Soltero(a) | 147626 | |
| Casado(a) | 43324 | 16.1% |
| Unión marital de hecho | 38307 | 14.3% |
| Divorciado(a) | 6944 | 2.6% |
| Viudo(a) | 2264 | 0.8% |
| (Missing) | 30215 | 11.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| soltero(a | 147626 | |
| casado(a | 43324 | 12.3% |
| unión | 38307 | 10.8% |
| marital | 38307 | 10.8% |
| de | 38307 | 10.8% |
| hecho | 38307 | 10.8% |
| divorciado(a | 6944 | 2.0% |
| viudo(a | 2264 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 393035 | |
| a | 370364 | |
| e | 224240 | 8.0% |
| ) | 200158 | 7.1% |
| ( | 200158 | 7.1% |
| r | 192877 | 6.8% |
| l | 185933 | 6.6% |
| t | 185933 | 6.6% |
| S | 147626 | 5.2% |
| 114921 | 4.1% | |
| Other values (14) | 602069 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2817314 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 393035 | |
| a | 370364 | |
| e | 224240 | 8.0% |
| ) | 200158 | 7.1% |
| ( | 200158 | 7.1% |
| r | 192877 | 6.8% |
| l | 185933 | 6.6% |
| t | 185933 | 6.6% |
| S | 147626 | 5.2% |
| 114921 | 4.1% | |
| Other values (14) | 602069 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2817314 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 393035 | |
| a | 370364 | |
| e | 224240 | 8.0% |
| ) | 200158 | 7.1% |
| ( | 200158 | 7.1% |
| r | 192877 | 6.8% |
| l | 185933 | 6.6% |
| t | 185933 | 6.6% |
| S | 147626 | 5.2% |
| 114921 | 4.1% | |
| Other values (14) | 602069 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2817314 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 393035 | |
| a | 370364 | |
| e | 224240 | 8.0% |
| ) | 200158 | 7.1% |
| ( | 200158 | 7.1% |
| r | 192877 | 6.8% |
| l | 185933 | 6.6% |
| t | 185933 | 6.6% |
| S | 147626 | 5.2% |
| 114921 | 4.1% | |
| Other values (14) | 602069 |
medio_transporte
Categorical
Imbalance
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 38 |
| Missing (%) | < 0.1% |
| Memory size | 4.1 MiB |
| Caminata | |
|---|---|
| Automóvil | |
| Autobus | 9995 |
| Motocicleta | 9526 |
| Metro | 7711 |
| Other values (4) | 10519 |
Length
| Max length | 26 |
|---|---|
| Median length | 8 |
| Mean length | 8.0493854 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Caminata |
|---|---|
| 2nd row | Caminata |
| 3rd row | Caminata |
| 4th row | Taxi |
| 5th row | Caminata |
Common Values
| Value | Count | Frequency (%) |
| Caminata | 208535 | |
| Automóvil | 22356 | 8.3% |
| Autobus | 9995 | 3.7% |
| Motocicleta | 9526 | 3.5% |
| Metro | 7711 | 2.9% |
| Taxi | 6806 | 2.5% |
| Bicicleta | 2585 | 1.0% |
| Motocicleta con parrillero | 1116 | 0.4% |
| Planeador | 12 | < 0.1% |
| (Missing) | 38 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| caminata | 208535 | |
| automóvil | 22356 | 8.3% |
| motocicleta | 10642 | 3.9% |
| autobus | 9995 | 3.7% |
| metro | 7711 | 2.8% |
| taxi | 6806 | 2.5% |
| bicicleta | 2585 | 1.0% |
| con | 1116 | 0.4% |
| parrillero | 1116 | 0.4% |
| planeador | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 646778 | |
| t | 272466 | |
| i | 254625 | 11.8% |
| m | 230891 | 10.7% |
| n | 209663 | 9.7% |
| C | 208535 | 9.6% |
| o | 63590 | 2.9% |
| u | 42346 | 2.0% |
| l | 37827 | 1.7% |
| A | 32351 | 1.5% |
| Other values (15) | 163331 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2162403 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 646778 | |
| t | 272466 | |
| i | 254625 | 11.8% |
| m | 230891 | 10.7% |
| n | 209663 | 9.7% |
| C | 208535 | 9.6% |
| o | 63590 | 2.9% |
| u | 42346 | 2.0% |
| l | 37827 | 1.7% |
| A | 32351 | 1.5% |
| Other values (15) | 163331 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2162403 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 646778 | |
| t | 272466 | |
| i | 254625 | 11.8% |
| m | 230891 | 10.7% |
| n | 209663 | 9.7% |
| C | 208535 | 9.6% |
| o | 63590 | 2.9% |
| u | 42346 | 2.0% |
| l | 37827 | 1.7% |
| A | 32351 | 1.5% |
| Other values (15) | 163331 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2162403 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 646778 | |
| t | 272466 | |
| i | 254625 | 11.8% |
| m | 230891 | 10.7% |
| n | 209663 | 9.7% |
| C | 208535 | 9.6% |
| o | 63590 | 2.9% |
| u | 42346 | 2.0% |
| l | 37827 | 1.7% |
| A | 32351 | 1.5% |
| Other values (15) | 163331 | 7.6% |
modalidad
Categorical
High correlation Imbalance Missing
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3206 |
| Missing (%) | 1.2% |
| Memory size | 4.1 MiB |
| Atraco | |
|---|---|
| Descuido | |
| Cosquilleo | |
| Raponazo | |
| Engaño | 5056 |
| Other values (17) |
Length
| Max length | 22 |
|---|---|
| Median length | 6 |
| Mean length | 7.7880922 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Atraco |
|---|---|
| 2nd row | Atraco |
| 3rd row | Descuido |
| 4th row | Atraco |
| 5th row | Engaño |
Common Values
| Value | Count | Frequency (%) |
| Atraco | 135172 | |
| Descuido | 53214 | 19.8% |
| Cosquilleo | 37827 | 14.1% |
| Raponazo | 17418 | 6.5% |
| Engaño | 5056 | 1.9% |
| Rompimiento cerraduta | 4281 | 1.6% |
| Escopolamina | 3776 | 1.4% |
| Rompimiento de ventana | 3272 | 1.2% |
| Halado | 1748 | 0.7% |
| Rompimiento cerradura | 1715 | 0.6% |
| Other values (12) | 1995 | 0.7% |
| (Missing) | 3206 | 1.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| atraco | 135172 | |
| descuido | 53214 | 19.0% |
| cosquilleo | 37827 | 13.5% |
| raponazo | 17418 | 6.2% |
| rompimiento | 9268 | 3.3% |
| engaño | 5056 | 1.8% |
| cerraduta | 4281 | 1.5% |
| de | 4093 | 1.5% |
| escopolamina | 3776 | 1.3% |
| ventana | 3272 | 1.2% |
| Other values (20) | 6765 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 333942 | |
| a | 206568 | |
| c | 199082 | |
| t | 154021 | 7.4% |
| r | 149125 | 7.2% |
| A | 135172 | 6.5% |
| e | 116467 | 5.6% |
| i | 116447 | 5.6% |
| u | 97801 | 4.7% |
| s | 95709 | 4.6% |
| Other values (27) | 463202 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2067536 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 333942 | |
| a | 206568 | |
| c | 199082 | |
| t | 154021 | 7.4% |
| r | 149125 | 7.2% |
| A | 135172 | 6.5% |
| e | 116467 | 5.6% |
| i | 116447 | 5.6% |
| u | 97801 | 4.7% |
| s | 95709 | 4.6% |
| Other values (27) | 463202 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2067536 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 333942 | |
| a | 206568 | |
| c | 199082 | |
| t | 154021 | 7.4% |
| r | 149125 | 7.2% |
| A | 135172 | 6.5% |
| e | 116467 | 5.6% |
| i | 116447 | 5.6% |
| u | 97801 | 4.7% |
| s | 95709 | 4.6% |
| Other values (27) | 463202 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2067536 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 333942 | |
| a | 206568 | |
| c | 199082 | |
| t | 154021 | 7.4% |
| r | 149125 | 7.2% |
| A | 135172 | 6.5% |
| e | 116467 | 5.6% |
| i | 116447 | 5.6% |
| u | 97801 | 4.7% |
| s | 95709 | 4.6% |
| Other values (27) | 463202 |
conducta_especial
Categorical
High correlation Imbalance Missing
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 189000 |
| Missing (%) | 70.3% |
| Memory size | 4.1 MiB |
| No | |
|---|---|
| De celular | |
| Fleteo | 1398 |
| A vehículo repartidor | 776 |
| A taxista | 395 |
| Other values (24) | 513 |
Length
| Max length | 25 |
|---|---|
| Median length | 2 |
| Mean length | 5.2298318 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | De celular |
|---|---|
| 2nd row | De celular |
| 3rd row | De celular |
| 4th row | No |
| 5th row | De celular |
Common Values
| Value | Count | Frequency (%) |
| No | 48403 | 18.0% |
| De celular | 28195 | 10.5% |
| Fleteo | 1398 | 0.5% |
| A vehículo repartidor | 776 | 0.3% |
| A taxista | 395 | 0.1% |
| A bus de servicio público | 226 | 0.1% |
| Violencia contra la mujer | 52 | < 0.1% |
| Secuestro | 47 | < 0.1% |
| De cable | 29 | < 0.1% |
| Homicidio | 22 | < 0.1% |
| Other values (19) | 137 | 0.1% |
| (Missing) | 189000 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| no | 48403 | |
| de | 28475 | |
| celular | 28195 | |
| fleteo | 1398 | 1.3% |
| a | 1397 | 1.3% |
| vehículo | 781 | 0.7% |
| repartidor | 776 | 0.7% |
| taxista | 395 | 0.4% |
| servicio | 228 | 0.2% |
| público | 228 | 0.2% |
| Other values (35) | 746 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 61592 | |
| l | 59006 | |
| o | 52180 | |
| N | 48403 | |
| 31342 | ||
| r | 31028 | |
| a | 30130 | |
| c | 29708 | |
| u | 29344 | |
| D | 28240 | |
| Other values (30) | 15740 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 416713 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 61592 | |
| l | 59006 | |
| o | 52180 | |
| N | 48403 | |
| 31342 | ||
| r | 31028 | |
| a | 30130 | |
| c | 29708 | |
| u | 29344 | |
| D | 28240 | |
| Other values (30) | 15740 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 416713 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 61592 | |
| l | 59006 | |
| o | 52180 | |
| N | 48403 | |
| 31342 | ||
| r | 31028 | |
| a | 30130 | |
| c | 29708 | |
| u | 29344 | |
| D | 28240 | |
| Other values (30) | 15740 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 416713 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 61592 | |
| l | 59006 | |
| o | 52180 | |
| N | 48403 | |
| 31342 | ||
| r | 31028 | |
| a | 30130 | |
| c | 29708 | |
| u | 29344 | |
| D | 28240 | |
| Other values (30) | 15740 | 3.8% |
arma_medio
Categorical
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1680 |
| Missing (%) | 0.6% |
| Memory size | 4.1 MiB |
| No | |
|---|---|
| Arma de fuego | |
| Arma cortopunzante | |
| Objeto contundente | 11274 |
| Escopolamina | 5774 |
| Other values (4) | 56 |
Length
| Max length | 18 |
|---|---|
| Median length | 2 |
| Mean length | 8.5800787 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Arma cortopunzante |
|---|---|
| 2nd row | Arma cortopunzante |
| 3rd row | No |
| 4th row | Arma de fuego |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 133925 | |
| Arma de fuego | 67462 | |
| Arma cortopunzante | 48509 | 18.1% |
| Objeto contundente | 11274 | 4.2% |
| Escopolamina | 5774 | 2.1% |
| Llave maestra | 41 | < 0.1% |
| Perro | 11 | < 0.1% |
| Tóxico o Químico | 3 | < 0.1% |
| Palanca | 1 | < 0.1% |
| (Missing) | 1680 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 133925 | |
| arma | 115971 | |
| de | 67462 | |
| fuego | 67462 | |
| cortopunzante | 48509 | 10.5% |
| objeto | 11274 | 2.4% |
| contundente | 11274 | 2.4% |
| escopolamina | 5774 | 1.3% |
| llave | 41 | < 0.1% |
| maestra | 41 | < 0.1% |
| Other values (5) | 21 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 332521 | |
| e | 217348 | 9.5% |
| 194754 | 8.5% | |
| a | 176154 | 7.7% |
| r | 164543 | 7.2% |
| n | 136615 | 6.0% |
| N | 133925 | 5.8% |
| t | 130881 | 5.7% |
| u | 127248 | 5.6% |
| m | 121789 | 5.3% |
| Other values (22) | 555103 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2290881 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 332521 | |
| e | 217348 | 9.5% |
| 194754 | 8.5% | |
| a | 176154 | 7.7% |
| r | 164543 | 7.2% |
| n | 136615 | 6.0% |
| N | 133925 | 5.8% |
| t | 130881 | 5.7% |
| u | 127248 | 5.6% |
| m | 121789 | 5.3% |
| Other values (22) | 555103 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2290881 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 332521 | |
| e | 217348 | 9.5% |
| 194754 | 8.5% | |
| a | 176154 | 7.7% |
| r | 164543 | 7.2% |
| n | 136615 | 6.0% |
| N | 133925 | 5.8% |
| t | 130881 | 5.7% |
| u | 127248 | 5.6% |
| m | 121789 | 5.3% |
| Other values (22) | 555103 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2290881 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 332521 | |
| e | 217348 | 9.5% |
| 194754 | 8.5% | |
| a | 176154 | 7.7% |
| r | 164543 | 7.2% |
| n | 136615 | 6.0% |
| N | 133925 | 5.8% |
| t | 130881 | 5.7% |
| u | 127248 | 5.6% |
| m | 121789 | 5.3% |
| Other values (22) | 555103 |
nombre_barrio
Text
Missing
| Distinct | 343 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 4273 |
| Missing (%) | 1.6% |
| Memory size | 4.1 MiB |
Length
| Max length | 38 |
|---|---|
| Median length | 29 |
| Mean length | 11.858135 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Doce de Octubre No.2 |
|---|---|
| 2nd row | La Candelaria |
| 3rd row | Campo Valdés No.1 |
| 4th row | Campo Valdés No.1 |
| 5th row | Naranjal |
| Value | Count | Frequency (%) |
| la | 50362 | 10.0% |
| candelaria | 30973 | 6.1% |
| san | 18997 | 3.8% |
| el | 18403 | 3.6% |
| de | 13545 | 2.7% |
| los | 12350 | 2.4% |
| villa | 11282 | 2.2% |
| barrio | 9538 | 1.9% |
| nueva | 9095 | 1.8% |
| poblado | 7956 | 1.6% |
| Other values (375) | 322422 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 504225 | |
| 240517 | 7.7% | |
| o | 237343 | 7.6% |
| r | 213478 | 6.8% |
| l | 209025 | 6.7% |
| e | 197153 | 6.3% |
| i | 179305 | 5.7% |
| n | 176611 | 5.6% |
| s | 117340 | 3.7% |
| d | 103012 | 3.3% |
| Other values (59) | 957365 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3135374 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 504225 | |
| 240517 | 7.7% | |
| o | 237343 | 7.6% |
| r | 213478 | 6.8% |
| l | 209025 | 6.7% |
| e | 197153 | 6.3% |
| i | 179305 | 5.7% |
| n | 176611 | 5.6% |
| s | 117340 | 3.7% |
| d | 103012 | 3.3% |
| Other values (59) | 957365 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3135374 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 504225 | |
| 240517 | 7.7% | |
| o | 237343 | 7.6% |
| r | 213478 | 6.8% |
| l | 209025 | 6.7% |
| e | 197153 | 6.3% |
| i | 179305 | 5.7% |
| n | 176611 | 5.6% |
| s | 117340 | 3.7% |
| d | 103012 | 3.3% |
| Other values (59) | 957365 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3135374 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 504225 | |
| 240517 | 7.7% | |
| o | 237343 | 7.6% |
| r | 213478 | 6.8% |
| l | 209025 | 6.7% |
| e | 197153 | 6.3% |
| i | 179305 | 5.7% |
| n | 176611 | 5.6% |
| s | 117340 | 3.7% |
| d | 103012 | 3.3% |
| Other values (59) | 957365 |
codigo_barrio
Text
| Distinct | 371 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
Length
| Max length | 32 |
|---|---|
| Median length | 5 |
| Mean length | 5.1818967 |
| Min length | 3 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | #0603 |
|---|---|
| 2nd row | #1019 |
| 3rd row | #0410 |
| 4th row | #0410 |
| 5th row | #1103 |
| Value | Count | Frequency (%) |
| 1019 | 30968 | 11.3% |
| 1418 | 7594 | 2.8% |
| 1007 | 6108 | 2.2% |
| 1013 | 5644 | 2.1% |
| 1001 | 4739 | 1.7% |
| sin | 4607 | 1.7% |
| dato | 4607 | 1.7% |
| 1006 | 4554 | 1.7% |
| 1018 | 4290 | 1.6% |
| 1108 | 4283 | 1.6% |
| Other values (358) | 196981 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 372435 | |
| 0 | 274531 | |
| # | 257186 | |
| 4 | 65047 | 4.7% |
| 9 | 57211 | 4.1% |
| 2 | 48217 | 3.5% |
| 7 | 41577 | 3.0% |
| 6 | 41454 | 3.0% |
| 3 | 40997 | 2.9% |
| 5 | 40785 | 2.9% |
| Other values (27) | 152832 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1392272 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 372435 | |
| 0 | 274531 | |
| # | 257186 | |
| 4 | 65047 | 4.7% |
| 9 | 57211 | 4.1% |
| 2 | 48217 | 3.5% |
| 7 | 41577 | 3.0% |
| 6 | 41454 | 3.0% |
| 3 | 40997 | 2.9% |
| 5 | 40785 | 2.9% |
| Other values (27) | 152832 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1392272 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 372435 | |
| 0 | 274531 | |
| # | 257186 | |
| 4 | 65047 | 4.7% |
| 9 | 57211 | 4.1% |
| 2 | 48217 | 3.5% |
| 7 | 41577 | 3.0% |
| 6 | 41454 | 3.0% |
| 3 | 40997 | 2.9% |
| 5 | 40785 | 2.9% |
| Other values (27) | 152832 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1392272 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 372435 | |
| 0 | 274531 | |
| # | 257186 | |
| 4 | 65047 | 4.7% |
| 9 | 57211 | 4.1% |
| 2 | 48217 | 3.5% |
| 7 | 41577 | 3.0% |
| 6 | 41454 | 3.0% |
| 3 | 40997 | 2.9% |
| 5 | 40785 | 2.9% |
| Other values (27) | 152832 |
codigo_comuna
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
lugar
Text
Missing
| Distinct | 90 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3390 |
| Missing (%) | 1.3% |
| Memory size | 4.1 MiB |
Length
| Max length | 53 |
|---|---|
| Median length | 11 |
| Mean length | 13.849531 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Vía pública |
|---|---|
| 2nd row | Vía pública |
| 3rd row | Vía pública |
| 4th row | Vía pública |
| 5th row | Vía pública |
| Value | Count | Frequency (%) |
| pública | 137683 | |
| vía | 137556 | |
| de | 18616 | 3.1% |
| y | 18396 | 3.0% |
| metro | 17858 | 2.9% |
| o | 16952 | 2.8% |
| estación | 16383 | 2.7% |
| del | 15574 | 2.6% |
| otro | 11582 | 1.9% |
| tienda | 11582 | 1.9% |
| Other values (133) | 204358 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 470435 | 12.8% |
| 341250 | 9.3% | |
| i | 290496 | 7.9% |
| c | 260511 | 7.1% |
| l | 234333 | 6.4% |
| e | 196858 | 5.4% |
| o | 172310 | 4.7% |
| p | 171324 | 4.7% |
| b | 154285 | 4.2% |
| í | 147817 | 4.0% |
| Other values (43) | 1234523 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3674142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 470435 | 12.8% |
| 341250 | 9.3% | |
| i | 290496 | 7.9% |
| c | 260511 | 7.1% |
| l | 234333 | 6.4% |
| e | 196858 | 5.4% |
| o | 172310 | 4.7% |
| p | 171324 | 4.7% |
| b | 154285 | 4.2% |
| í | 147817 | 4.0% |
| Other values (43) | 1234523 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3674142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 470435 | 12.8% |
| 341250 | 9.3% | |
| i | 290496 | 7.9% |
| c | 260511 | 7.1% |
| l | 234333 | 6.4% |
| e | 196858 | 5.4% |
| o | 172310 | 4.7% |
| p | 171324 | 4.7% |
| b | 154285 | 4.2% |
| í | 147817 | 4.0% |
| Other values (43) | 1234523 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3674142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 470435 | 12.8% |
| 341250 | 9.3% | |
| i | 290496 | 7.9% |
| c | 260511 | 7.1% |
| l | 234333 | 6.4% |
| e | 196858 | 5.4% |
| o | 172310 | 4.7% |
| p | 171324 | 4.7% |
| b | 154285 | 4.2% |
| í | 147817 | 4.0% |
| Other values (43) | 1234523 |
sede_receptora
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| Candelaria | |
|---|---|
| Laureles | |
| Belén | |
| Poblado | |
| Castilla | |
| Other values (19) |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 8.6406766 |
| Min length | 5 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Doce de Octubre |
|---|---|
| 2nd row | Candelaria |
| 3rd row | Aranjuez |
| 4th row | Aranjuez |
| 5th row | Laureles |
Common Values
| Value | Count | Frequency (%) |
| Candelaria | 81316 | |
| Laureles | 49712 | |
| Belén | 31704 | 11.8% |
| Poblado | 30818 | 11.5% |
| Castilla | 25747 | 9.6% |
| Aranjuez | 14102 | 5.2% |
| Buenos Aires | 9797 | 3.6% |
| Villa Hermosa | 5664 | 2.1% |
| Doce de Octubre | 5649 | 2.1% |
| Manrique | 4243 | 1.6% |
| Other values (14) | 9928 | 3.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| candelaria | 81316 | |
| laureles | 49712 | |
| belén | 31704 | 10.4% |
| poblado | 30818 | 10.1% |
| castilla | 25747 | 8.4% |
| aranjuez | 14102 | 4.6% |
| buenos | 9797 | 3.2% |
| aires | 9797 | 3.2% |
| de | 7173 | 2.3% |
| san | 5732 | 1.9% |
| Other values (26) | 40278 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 423232 | |
| e | 278842 | |
| l | 258658 | |
| r | 180353 | 7.8% |
| n | 151895 | 6.5% |
| i | 132508 | 5.7% |
| d | 120841 | 5.2% |
| C | 108999 | 4.7% |
| s | 100721 | 4.3% |
| o | 89557 | 3.9% |
| Other values (31) | 475971 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2321577 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 423232 | |
| e | 278842 | |
| l | 258658 | |
| r | 180353 | 7.8% |
| n | 151895 | 6.5% |
| i | 132508 | 5.7% |
| d | 120841 | 5.2% |
| C | 108999 | 4.7% |
| s | 100721 | 4.3% |
| o | 89557 | 3.9% |
| Other values (31) | 475971 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2321577 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 423232 | |
| e | 278842 | |
| l | 258658 | |
| r | 180353 | 7.8% |
| n | 151895 | 6.5% |
| i | 132508 | 5.7% |
| d | 120841 | 5.2% |
| C | 108999 | 4.7% |
| s | 100721 | 4.3% |
| o | 89557 | 3.9% |
| Other values (31) | 475971 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2321577 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 423232 | |
| e | 278842 | |
| l | 258658 | |
| r | 180353 | 7.8% |
| n | 151895 | 6.5% |
| i | 132508 | 5.7% |
| d | 120841 | 5.2% |
| C | 108999 | 4.7% |
| s | 100721 | 4.3% |
| o | 89557 | 3.9% |
| Other values (31) | 475971 |
bien
Text
Missing
| Distinct | 415 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 28481 |
| Missing (%) | 10.6% |
| Memory size | 4.1 MiB |
Length
| Max length | 43 |
|---|---|
| Median length | 41 |
| Mean length | 10.001474 |
| Min length | 2 |
Unique
| Unique | 64 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Celular |
|---|---|
| 2nd row | Celular |
| 3rd row | Celular |
| 4th row | Celular |
| 5th row | Billetera |
| Value | Count | Frequency (%) |
| celular | 85249 | |
| peso | 42467 | |
| accesorios | 20436 | 5.9% |
| de | 18572 | 5.3% |
| prendas | 16205 | 4.6% |
| vestir | 16074 | 4.6% |
| cédula | 15665 | 4.5% |
| computador | 12650 | 3.6% |
| tarjeta | 11428 | 3.3% |
| bancaria | 9632 | 2.8% |
| Other values (490) | 100529 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 291187 | |
| a | 252072 | 10.5% |
| l | 231271 | 9.6% |
| r | 210091 | 8.7% |
| o | 174257 | 7.3% |
| s | 148443 | 6.2% |
| u | 127310 | 5.3% |
| C | 113280 | 4.7% |
| 108708 | 4.5% | |
| i | 106572 | 4.4% |
| Other values (50) | 639153 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2402344 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 291187 | |
| a | 252072 | 10.5% |
| l | 231271 | 9.6% |
| r | 210091 | 8.7% |
| o | 174257 | 7.3% |
| s | 148443 | 6.2% |
| u | 127310 | 5.3% |
| C | 113280 | 4.7% |
| 108708 | 4.5% | |
| i | 106572 | 4.4% |
| Other values (50) | 639153 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2402344 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 291187 | |
| a | 252072 | 10.5% |
| l | 231271 | 9.6% |
| r | 210091 | 8.7% |
| o | 174257 | 7.3% |
| s | 148443 | 6.2% |
| u | 127310 | 5.3% |
| C | 113280 | 4.7% |
| 108708 | 4.5% | |
| i | 106572 | 4.4% |
| Other values (50) | 639153 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2402344 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 291187 | |
| a | 252072 | 10.5% |
| l | 231271 | 9.6% |
| r | 210091 | 8.7% |
| o | 174257 | 7.3% |
| s | 148443 | 6.2% |
| u | 127310 | 5.3% |
| C | 113280 | 4.7% |
| 108708 | 4.5% | |
| i | 106572 | 4.4% |
| Other values (50) | 639153 |
categoria_bien
Text
Missing
| Distinct | 52 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28481 |
| Missing (%) | 10.6% |
| Memory size | 4.1 MiB |
Length
| Max length | 50 |
|---|---|
| Median length | 10 |
| Mean length | 21.674724 |
| Min length | 4 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Tecnología |
|---|---|
| 2nd row | Tecnología |
| 3rd row | Tecnología |
| 4th row | Tecnología |
| 5th row | Prendas de vestir y accesorios |
| Value | Count | Frequency (%) |
| tecnología | 102614 | |
| y | 85117 | |
| valor | 53930 | 7.4% |
| título | 53930 | 7.4% |
| dinero | 53930 | 7.4% |
| preciosas | 53930 | 7.4% |
| piedras | 53930 | 7.4% |
| joyas | 53930 | 7.4% |
| de | 33986 | 4.7% |
| documentos | 28250 | 3.9% |
| Other values (82) | 151907 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 639271 | |
| 485255 | 9.3% | |
| e | 470120 | 9.0% |
| a | 404243 | 7.8% |
| s | 391307 | 7.5% |
| r | 328597 | 6.3% |
| c | 260628 | 5.0% |
| i | 240509 | 4.6% |
| l | 239704 | 4.6% |
| n | 232389 | 4.5% |
| Other values (41) | 1514224 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5206247 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 639271 | |
| 485255 | 9.3% | |
| e | 470120 | 9.0% |
| a | 404243 | 7.8% |
| s | 391307 | 7.5% |
| r | 328597 | 6.3% |
| c | 260628 | 5.0% |
| i | 240509 | 4.6% |
| l | 239704 | 4.6% |
| n | 232389 | 4.5% |
| Other values (41) | 1514224 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5206247 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 639271 | |
| 485255 | 9.3% | |
| e | 470120 | 9.0% |
| a | 404243 | 7.8% |
| s | 391307 | 7.5% |
| r | 328597 | 6.3% |
| c | 260628 | 5.0% |
| i | 240509 | 4.6% |
| l | 239704 | 4.6% |
| n | 232389 | 4.5% |
| Other values (41) | 1514224 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5206247 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 639271 | |
| 485255 | 9.3% | |
| e | 470120 | 9.0% |
| a | 404243 | 7.8% |
| s | 391307 | 7.5% |
| r | 328597 | 6.3% |
| c | 260628 | 5.0% |
| i | 240509 | 4.6% |
| l | 239704 | 4.6% |
| n | 232389 | 4.5% |
| Other values (41) | 1514224 |
grupo_bien
Categorical
Imbalance Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28481 |
| Missing (%) | 10.6% |
| Memory size | 4.1 MiB |
| Mercancía | |
|---|---|
| Vehículo | 5346 |
| Bélico | 440 |
| Equipamiento | 162 |
| Estupefaciente | 3 |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 8.9743338 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mercancía |
|---|---|
| 2nd row | Mercancía |
| 3rd row | Mercancía |
| 4th row | Mercancía |
| 5th row | Mercancía |
Common Values
| Value | Count | Frequency (%) |
| Mercancía | 234248 | |
| Vehículo | 5346 | 2.0% |
| Bélico | 440 | 0.2% |
| Equipamiento | 162 | 0.1% |
| Estupefaciente | 3 | < 0.1% |
| (Missing) | 28481 | 10.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mercancía | 234248 | |
| vehículo | 5346 | 2.2% |
| bélico | 440 | 0.2% |
| equipamiento | 162 | 0.1% |
| estupefaciente | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 474285 | |
| a | 468661 | |
| e | 239765 | |
| í | 239594 | |
| n | 234413 | |
| M | 234248 | |
| r | 234248 | |
| o | 5948 | 0.3% |
| l | 5786 | 0.3% |
| u | 5511 | 0.3% |
| Other values (12) | 13167 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2155626 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 474285 | |
| a | 468661 | |
| e | 239765 | |
| í | 239594 | |
| n | 234413 | |
| M | 234248 | |
| r | 234248 | |
| o | 5948 | 0.3% |
| l | 5786 | 0.3% |
| u | 5511 | 0.3% |
| Other values (12) | 13167 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2155626 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 474285 | |
| a | 468661 | |
| e | 239765 | |
| í | 239594 | |
| n | 234413 | |
| M | 234248 | |
| r | 234248 | |
| o | 5948 | 0.3% |
| l | 5786 | 0.3% |
| u | 5511 | 0.3% |
| Other values (12) | 13167 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2155626 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 474285 | |
| a | 468661 | |
| e | 239765 | |
| í | 239594 | |
| n | 234413 | |
| M | 234248 | |
| r | 234248 | |
| o | 5948 | 0.3% |
| l | 5786 | 0.3% |
| u | 5511 | 0.3% |
| Other values (12) | 13167 | 0.6% |
modelo
Real number (ℝ)
Skewed
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.47459059 |
| Minimum | -1 |
|---|---|
| Maximum | 2023 |
| Zeros | 167 |
| Zeros (%) | 0.1% |
| Negative | 268443 |
| Negative (%) | 99.9% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | -1 |
| Maximum | 2023 |
| Range | 2024 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32.508868 |
|---|---|
| Coefficient of variation (CV) | -68.498761 |
| Kurtosis | 3833.7133 |
| Mean | -0.47459059 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 61.932173 |
| Sum | -127513 |
| Variance | 1056.8265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| -1 | 268443 | |
| 0 | 167 | 0.1% |
| 2015 | 10 | < 0.1% |
| 2014 | 7 | < 0.1% |
| 2022 | 6 | < 0.1% |
| 2020 | 6 | < 0.1% |
| 2013 | 6 | < 0.1% |
| 2018 | 5 | < 0.1% |
| 2005 | 5 | < 0.1% |
| 2019 | 5 | < 0.1% |
| Other values (12) | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 268443 | |
| 0 | 167 | 0.1% |
| 1950 | 1 | < 0.1% |
| 1998 | 2 | < 0.1% |
| 1999 | 1 | < 0.1% |
| 2000 | 2 | < 0.1% |
| 2005 | 5 | < 0.1% |
| 2008 | 2 | < 0.1% |
| 2009 | 2 | < 0.1% |
| 2011 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2023 | 2 | < 0.1% |
| 2022 | 6 | |
| 2021 | 1 | < 0.1% |
| 2020 | 6 | |
| 2019 | 5 | |
| 2018 | 5 | |
| 2017 | 2 | < 0.1% |
| 2016 | 1 | < 0.1% |
| 2015 | 10 | |
| 2014 | 7 |
color
Categorical
High correlation Missing
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 192908 |
| Missing (%) | 71.8% |
| Memory size | 4.1 MiB |
| Negro | |
|---|---|
| Azul | |
| Blanco | |
| Oro | |
| Gris | |
| Other values (10) |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.7667344 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Negro |
|---|---|
| 2nd row | Negro |
| 3rd row | Negro |
| 4th row | Negro |
| 5th row | Negro |
Common Values
| Value | Count | Frequency (%) |
| Negro | 35520 | 13.2% |
| Azul | 11681 | 4.3% |
| Blanco | 7763 | 2.9% |
| Oro | 5853 | 2.2% |
| Gris | 5599 | 2.1% |
| Plata | 2338 | 0.9% |
| Verde | 1325 | 0.5% |
| Rosado | 1187 | 0.4% |
| Rojo | 1157 | 0.4% |
| Morado | 925 | 0.3% |
| Other values (5) | 2424 | 0.9% |
| (Missing) | 192908 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| negro | 35520 | |
| azul | 11681 | 15.4% |
| blanco | 7763 | 10.2% |
| oro | 5853 | 7.7% |
| gris | 5599 | 7.4% |
| plata | 2338 | 3.1% |
| verde | 1325 | 1.7% |
| rosado | 1187 | 1.6% |
| rojo | 1157 | 1.5% |
| morado | 925 | 1.2% |
| Other values (5) | 2424 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 56798 | |
| r | 50572 | |
| e | 39091 | |
| g | 35857 | |
| N | 35746 | |
| l | 23536 | 6.5% |
| a | 16843 | 4.7% |
| A | 12558 | 3.5% |
| z | 11681 | 3.2% |
| u | 11681 | 3.2% |
| Other values (18) | 66822 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 361185 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 56798 | |
| r | 50572 | |
| e | 39091 | |
| g | 35857 | |
| N | 35746 | |
| l | 23536 | 6.5% |
| a | 16843 | 4.7% |
| A | 12558 | 3.5% |
| z | 11681 | 3.2% |
| u | 11681 | 3.2% |
| Other values (18) | 66822 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 361185 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 56798 | |
| r | 50572 | |
| e | 39091 | |
| g | 35857 | |
| N | 35746 | |
| l | 23536 | 6.5% |
| a | 16843 | 4.7% |
| A | 12558 | 3.5% |
| z | 11681 | 3.2% |
| u | 11681 | 3.2% |
| Other values (18) | 66822 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 361185 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 56798 | |
| r | 50572 | |
| e | 39091 | |
| g | 35857 | |
| N | 35746 | |
| l | 23536 | 6.5% |
| a | 16843 | 4.7% |
| A | 12558 | 3.5% |
| z | 11681 | 3.2% |
| u | 11681 | 3.2% |
| Other values (18) | 66822 |
fecha_ingestion
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| 2024-10-06T04:07:03.000-05:00 |
|---|
Length
| Max length | 29 |
|---|---|
| Median length | 29 |
| Mean length | 29 |
| Min length | 29 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2024-10-06T04:07:03.000-05:00 |
|---|---|
| 2nd row | 2024-10-06T04:07:03.000-05:00 |
| 3rd row | 2024-10-06T04:07:03.000-05:00 |
| 4th row | 2024-10-06T04:07:03.000-05:00 |
| 5th row | 2024-10-06T04:07:03.000-05:00 |
Common Values
| Value | Count | Frequency (%) |
| 2024-10-06T04:07:03.000-05:00 | 268680 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024-10-06t04:07:03.000-05:00 | 268680 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3224160 | |
| - | 806040 | 10.3% |
| : | 806040 | 10.3% |
| 2 | 537360 | 6.9% |
| 4 | 537360 | 6.9% |
| 1 | 268680 | 3.4% |
| 6 | 268680 | 3.4% |
| T | 268680 | 3.4% |
| 7 | 268680 | 3.4% |
| 3 | 268680 | 3.4% |
| Other values (2) | 537360 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7791720 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3224160 | |
| - | 806040 | 10.3% |
| : | 806040 | 10.3% |
| 2 | 537360 | 6.9% |
| 4 | 537360 | 6.9% |
| 1 | 268680 | 3.4% |
| 6 | 268680 | 3.4% |
| T | 268680 | 3.4% |
| 7 | 268680 | 3.4% |
| 3 | 268680 | 3.4% |
| Other values (2) | 537360 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7791720 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3224160 | |
| - | 806040 | 10.3% |
| : | 806040 | 10.3% |
| 2 | 537360 | 6.9% |
| 4 | 537360 | 6.9% |
| 1 | 268680 | 3.4% |
| 6 | 268680 | 3.4% |
| T | 268680 | 3.4% |
| 7 | 268680 | 3.4% |
| 3 | 268680 | 3.4% |
| Other values (2) | 537360 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7791720 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3224160 | |
| - | 806040 | 10.3% |
| : | 806040 | 10.3% |
| 2 | 537360 | 6.9% |
| 4 | 537360 | 6.9% |
| 1 | 268680 | 3.4% |
| 6 | 268680 | 3.4% |
| T | 268680 | 3.4% |
| 7 | 268680 | 3.4% |
| 3 | 268680 | 3.4% |
| Other values (2) | 537360 | 6.9% |
Interactions
Correlations
| arma_medio | color | conducta_especial | edad | estado_civil | grupo_bien | latitud | longitud | medio_transporte | modalidad | modelo | sede_receptora | sexo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| arma_medio | 1.000 | 0.035 | 0.124 | 0.043 | 0.043 | 0.036 | 0.012 | 0.000 | 0.123 | 0.505 | 0.003 | 0.081 | 0.168 |
| color | 0.035 | 1.000 | 0.058 | 0.028 | 0.022 | 0.074 | 0.000 | 1.000 | 0.041 | 0.037 | 0.022 | 0.019 | 0.171 |
| conducta_especial | 0.124 | 0.058 | 1.000 | 0.054 | 0.050 | 0.043 | 0.063 | 1.000 | 0.205 | 0.169 | 0.000 | 0.049 | 0.112 |
| edad | 0.043 | 0.028 | 0.054 | 1.000 | 0.260 | 0.012 | -0.013 | -0.003 | 0.043 | 0.065 | -0.003 | 0.038 | 0.038 |
| estado_civil | 0.043 | 0.022 | 0.050 | 0.260 | 1.000 | 0.011 | 0.000 | 0.000 | 0.068 | 0.052 | 0.007 | 0.053 | 0.094 |
| grupo_bien | 0.036 | 0.074 | 0.043 | 0.012 | 0.011 | 1.000 | 0.024 | 0.000 | 0.179 | 0.260 | 0.113 | 0.036 | 0.064 |
| latitud | 0.012 | 0.000 | 0.063 | -0.013 | 0.000 | 0.024 | 1.000 | 0.149 | 0.000 | 0.000 | 0.009 | 0.004 | 0.001 |
| longitud | 0.000 | 1.000 | 1.000 | -0.003 | 0.000 | 0.000 | 0.149 | 1.000 | 0.000 | 0.000 | 0.001 | 0.005 | 0.003 |
| medio_transporte | 0.123 | 0.041 | 0.205 | 0.043 | 0.068 | 0.179 | 0.000 | 0.000 | 1.000 | 0.197 | 0.012 | 0.071 | 0.132 |
| modalidad | 0.505 | 0.037 | 0.169 | 0.065 | 0.052 | 0.260 | 0.000 | 0.000 | 0.197 | 1.000 | 0.012 | 0.055 | 0.214 |
| modelo | 0.003 | 0.022 | 0.000 | -0.003 | 0.007 | 0.113 | 0.009 | 0.001 | 0.012 | 0.012 | 1.000 | 0.018 | 0.004 |
| sede_receptora | 0.081 | 0.019 | 0.049 | 0.038 | 0.053 | 0.036 | 0.004 | 0.005 | 0.071 | 0.055 | 0.018 | 1.000 | 0.035 |
| sexo | 0.168 | 0.171 | 0.112 | 0.038 | 0.094 | 0.064 | 0.001 | 0.003 | 0.132 | 0.214 | 0.004 | 0.035 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| fecha_hecho | cantidad | latitud | longitud | sexo | edad | estado_civil | medio_transporte | modalidad | conducta_especial | arma_medio | nombre_barrio | codigo_barrio | codigo_comuna | lugar | sede_receptora | bien | categoria_bien | grupo_bien | modelo | color | fecha_ingestion | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017-01-01 01:00:00-05:00 | 1.0 | 6.299703 | -75.582016 | Mujer | 33 | Unión marital de hecho | Caminata | Atraco | De celular | Arma cortopunzante | Doce de Octubre No.2 | #0603 | 6 | Vía pública | Doce de Octubre | Celular | Tecnología | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 1 | 2017-01-01 15:00:00-05:00 | 1.0 | 6.250917 | -75.566160 | Mujer | 26 | Soltero(a) | Caminata | Atraco | NaN | Arma cortopunzante | La Candelaria | #1019 | 10 | Vía pública | Candelaria | Celular | Tecnología | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 2 | 2017-01-01 14:00:00-05:00 | 1.0 | 6.274836 | -75.554909 | Hombre | 30 | Soltero(a) | Caminata | Descuido | De celular | No | Campo Valdés No.1 | #0410 | 4 | Vía pública | Aranjuez | Celular | Tecnología | Mercancía | -1 | Negro | 2024-10-06T04:07:03.000-05:00 |
| 3 | 2017-01-01 16:00:00-05:00 | 1.0 | 6.276236 | -75.553533 | Hombre | 37 | Casado(a) | Taxi | Atraco | De celular | Arma de fuego | Campo Valdés No.1 | #0410 | 4 | Vía pública | Aranjuez | Celular | Tecnología | Mercancía | -1 | Negro | 2024-10-06T04:07:03.000-05:00 |
| 4 | 2017-01-01 16:00:00-05:00 | 1.0 | 6.250339 | -75.586914 | Hombre | 87 | Casado(a) | Caminata | Engaño | NaN | No | Naranjal | #1103 | 11 | Vía pública | Laureles | Billetera | Prendas de vestir y accesorios | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 5 | 2017-01-01 16:00:00-05:00 | 1.0 | 6.219071 | -75.602996 | Mujer | 29 | Unión marital de hecho | Taxi | Descuido | No | No | La Loma de los Bernal | #1611 | 16 | Vía pública | Belén | Elementos escolares | Elementos escolares | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 6 | 2017-01-01 20:30:00-05:00 | 1.0 | 6.317709 | -75.678259 | Hombre | 27 | Soltero(a) | Motocicleta | Atraco | NaN | Arma de fuego | Volcana Guayabal | #5005 | 50 | Vía pública | Doce de Octubre | Cámara | Tecnología | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 7 | 2017-01-01 16:00:00-05:00 | 1.0 | 6.268307 | -75.558457 | Hombre | 36 | Soltero(a) | Caminata | Descuido | NaN | No | Manrique Central No.1 | #0409 | 4 | Hospital o centro de salud | Aranjuez | Peso | Dinero, joyas, piedras preciosas y título valor | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 8 | 2017-01-01 00:30:00-05:00 | 1.0 | 6.242797 | -75.554797 | Hombre | 41 | Casado(a) | Caminata | Atraco | De celular | Arma cortopunzante | Barrio Caycedo | #0906 | 9 | Vía pública | Buenos Aires | Peso | Dinero, joyas, piedras preciosas y título valor | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 9 | 2017-01-01 08:00:00-05:00 | 1.0 | 6.246823 | -75.562114 | Hombre | 59 | Soltero(a) | Caminata | Descuido | No | No | Boston | #1016 | 10 | Vía pública | Candelaria | Peso | Dinero, joyas, piedras preciosas y título valor | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| fecha_hecho | cantidad | latitud | longitud | sexo | edad | estado_civil | medio_transporte | modalidad | conducta_especial | arma_medio | nombre_barrio | codigo_barrio | codigo_comuna | lugar | sede_receptora | bien | categoria_bien | grupo_bien | modelo | color | fecha_ingestion | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 326479 | 2023-11-30 19:00:00-05:00 | 1.0 | NaN | NaN | Mujer | 25 | NaN | Caminata | Atraco | NaN | Arma cortopunzante | Castilla | #0511 | 5 | Centro comercial | Castilla | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326480 | 2023-11-30 20:00:00-05:00 | 1.0 | NaN | NaN | Hombre | 20 | NaN | Caminata | Atraco | NaN | NaN | NaN | SIN DATO | SIN DATO | Vía pública | Laureles | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326481 | 2023-11-30 20:00:00-05:00 | 1.0 | NaN | NaN | Hombre | 32 | NaN | Caminata | Atraco | NaN | Arma cortopunzante | San Diego | #1020 | 10 | Paradero de bus | Candelaria | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326482 | 2023-11-30 20:45:00-05:00 | 1.0 | NaN | NaN | Hombre | 38 | NaN | Caminata | Fleteo | NaN | No | NaN | SIN DATO | SIN DATO | Vía pública | Candelaria | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326483 | 2023-11-30 20:58:00-05:00 | 1.0 | NaN | NaN | Hombre | 59 | NaN | Caminata | Atraco | NaN | Arma de fuego | NaN | SIN DATO | SIN DATO | Vía pública | Candelaria | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326484 | 2023-11-30 21:30:00-05:00 | 1.0 | NaN | NaN | Hombre | 29 | NaN | Caminata | Cosquilleo | NaN | No | NaN | SIN DATO | SIN DATO | Vía pública | Candelaria | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326485 | 2023-11-30 23:00:00-05:00 | 1.0 | NaN | NaN | Hombre | 29 | NaN | Caminata | Cosquilleo | NaN | No | NaN | SIN DATO | SIN DATO | Vía pública | Poblado | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326486 | 2023-11-30 23:00:00-05:00 | 1.0 | NaN | NaN | Hombre | 40 | NaN | Caminata | Descuido | NaN | No | La Candelaria | #1019 | 10 | Bar o cantina | Candelaria | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326487 | 2023-11-30 23:20:00-05:00 | 1.0 | NaN | NaN | Hombre | 29 | NaN | Caminata | Cosquilleo | NaN | No | NaN | SIN DATO | SIN DATO | Vía pública | Candelaria | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
| 326488 | 2023-11-30 23:30:00-05:00 | 1.0 | NaN | NaN | Mujer | 26 | NaN | Caminata | Cosquilleo | NaN | No | Cerro Nutibara | #1621 | 16 | Turístico | Manrique | NaN | NaN | NaN | -1 | NaN | 2024-10-06T04:07:03.000-05:00 |
Duplicate rows
Most frequently occurring
| fecha_hecho | cantidad | latitud | longitud | sexo | edad | estado_civil | medio_transporte | modalidad | conducta_especial | arma_medio | nombre_barrio | codigo_barrio | lugar | sede_receptora | bien | categoria_bien | grupo_bien | modelo | color | fecha_ingestion | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5341 | 2021-06-15 09:00:00-05:00 | 1.0 | 6.216412 | -75.600636 | Hombre | 26 | Unión marital de hecho | Caminata | Descuido | NaN | No | La Loma de los Bernal | #1611 | Vía pública | Belén | Herrajes | Herramientas | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 37 |
| 5600 | 2021-08-27 15:00:00-05:00 | 1.0 | 6.273619 | -75.550430 | Hombre | 30 | Soltero(a) | Caminata | Atraco | NaN | Arma de fuego | Campo Valdés No.2 | #0303 | Vía pública | Manrique | Sin dato herramientas | Herramientas | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 14 |
| 6064 | 2022-01-20 09:30:00-05:00 | 1.0 | 6.303941 | -75.572230 | Hombre | 28 | Soltero(a) | Automóvil | Atraco | NaN | Arma de fuego | Pedregal | #0604 | Panadería | Doce de Octubre | Cigarrillo | Artículos de fumador | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 14 |
| 5243 | 2021-05-13 19:00:00-05:00 | 1.0 | 6.261813 | -75.592739 | Hombre | 40 | Soltero(a) | Caminata | Atraco | NaN | Arma cortopunzante | Batallón Cuarta Brigada | Inst_13 | Vía pública | Laureles | Sin dato tecnología | Tecnología | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 11 |
| 5694 | 2021-09-23 01:00:00-05:00 | 1.0 | 6.293476 | -75.548202 | Hombre | 32 | Soltero(a) | Caminata | Descuido | NaN | No | Granizal | #0104 | Vía pública | Popular | Herrajes | Herramientas | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 9 |
| 1067 | 2018-02-14 13:30:00-05:00 | 1.0 | 6.246816 | -75.566434 | Mujer | 38 | Soltero(a) | Caminata | Cosquilleo | NaN | No | Barrio Colón | #1013 | Centro comercial | Candelaria | Tarjeta bancaria | Dinero, joyas, piedras preciosas y título valor | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 8 |
| 4663 | 2020-10-28 02:00:00-05:00 | 1.0 | 6.251434 | -75.567087 | Hombre | 25 | Soltero(a) | Caminata | Descuido | NaN | No | La Candelaria | #1019 | Vía pública | Candelaria | Sin dato herramientas | Herramientas | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 8 |
| 5170 | 2021-04-13 12:00:00-05:00 | 1.0 | 6.293769 | -75.564371 | Hombre | 25 | Unión marital de hecho | Caminata | Descuido | NaN | No | Tricentenario | #0510 | Bus de servicio público | Castilla | Elementos computador | Tecnología | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 8 |
| 5315 | 2021-06-05 11:00:00-05:00 | 1.0 | 6.245046 | -75.560794 | Hombre | 35 | Casado(a) | Caminata | Descuido | NaN | No | Boston | #1016 | Casa o apartamento | Candelaria | Sin dato herramientas | Herramientas | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 8 |
| 5578 | 2021-08-22 00:30:00-05:00 | 1.0 | 6.247027 | -75.566969 | Mujer | 60 | Soltero(a) | Caminata | Cosquilleo | NaN | No | Barrio Colón | #1013 | Supermercado | Candelaria | Tarjeta bancaria | Dinero, joyas, piedras preciosas y título valor | Mercancía | -1 | NaN | 2024-10-06T04:07:03.000-05:00 | 8 |